Saket Joshi

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 4

Top Topics

Relational Learning

Top Venues

Int. J. Mach. Learn. Cybern.

Publications

Siwen Yan, Sriraam Natarajan, Saket Joshi, Roni Khardon, Prasad Tadepalli
Explainable models via compression of tree ensembles. Mach. Learn. 113 (3) (2024)
Siwen Yan, Sriraam Natarajan, Saket Joshi, Roni Khardon, Prasad Tadepalli
Explainable Models via Compression of Tree Ensembles. CoRR (2022)
Navdeep Kaur, Gautam Kunapuli, Saket Joshi, Kristian Kersting, Sriraam Natarajan
Neural Networks for Relational Data. CoRR (2019)
Navdeep Kaur, Gautam Kunapuli, Saket Joshi, Kristian Kersting, Sriraam Natarajan
Neural Networks for Relational Data. ILP (2019)
Saket Joshi, Roni Khardon
Probabilistic Relational Planning with First Order Decision Diagrams. CoRR (2014)
Sriraam Natarajan, Baidya Nath Saha, Saket Joshi, Adam Edwards, Tushar Khot, Elizabeth M. Davenport, Kristian Kersting, Christopher T. Whitlow, Joseph A. Maldjian
Relational learning helps in three-way classification of Alzheimer patients from structural magnetic resonance images of the brain. Int. J. Mach. Learn. Cybern. 5 (5) (2014)
Sriraam Natarajan, Phillip Odom, Saket Joshi, Tushar Khot, Kristian Kersting, Prasad Tadepalli
Accelerating Imitation Learning in Relational Domains via Transfer by Initialization. ILP (2013)
Saket Joshi, Roni Khardon, Prasad Tadepalli, Aswin Raghavan, Alan Fern
Solving Relational MDPs with Exogenous Events and Additive Rewards. CoRR (2013)
Saket Joshi, Roni Khardon, Prasad Tadepalli, Aswin Raghavan, Alan Fern
Solving Relational MDPs with Exogenous Events and Additive Rewards. ECML/PKDD (1) (2013)
Saket Joshi, Roni Khardon, Prasad Tadepalli, Alan Fern, Aswin Raghavan
Relational Markov Decision Processes: Promise and Prospects. AAAI Workshop: Statistical Relational Artificial Intelligence (2013)
Saket Joshi, Paul W. Schermerhorn, Roni Khardon, Matthias Scheutz
Abstract planning for reactive robots. ICRA (2012)
Sriraam Natarajan, Saket Joshi, Baidya Nath Saha, Adam Edwards, Tushar Khot, Elizabeth Moody, Kristian Kersting, Christopher T. Whitlow, Joseph A. Maldjian
A Machine Learning Pipeline for Three-Way Classification of Alzheimer Patients from Structural Magnetic Resonance Images of the Brain. ICMLA (1) (2012)
Aswin Raghavan, Saket Joshi, Alan Fern, Prasad Tadepalli, Roni Khardon
Planning in Factored Action Spaces with Symbolic Dynamic Programming. AAAI (2012)
Sriraam Natarajan, Phillip Odom, Saket Joshi, Tushar Khot, Kristian Kersting, Prasad Tadepalli
Accelarating Imitation Learning in Relational Domains via Transfer by Initialization. StarAI@UAI (2012)
Sriraam Natarajan, Saket Joshi, Prasad Tadepalli, Kristian Kersting, Jude W. Shavlik
Imitation Learning in Relational Domains: A Functional-Gradient Boosting Approach. IJCAI (2011)
Chenggang Wang, Saket Joshi, Roni Khardon
First Order Decision Diagrams for Relational MDPs CoRR (2011)
Saket Joshi, Roni Khardon
Probabilistic Relational Planning with First Order Decision Diagrams. J. Artif. Intell. Res. 41 (2011)
Saket Joshi, Kristian Kersting, Roni Khardon
Decision-theoretic planning with generalized first-order decision diagrams. Artif. Intell. 175 (18) (2011)
Saket Joshi, Kristian Kersting, Roni Khardon
Self-Taught Decision Theoretic Planning with First Order Decision Diagrams. ICAPS (2010)
Saket Joshi, Kristian Kersting, Roni Khardon
Generalized First Order Decision Diagrams for First Order Markov Decision Processes. IJCAI (2009)
Saket Joshi, Roni Khardon
Stochastic Planning with First Order Decision Diagrams. ICAPS (2008)
Chenggang Wang, Saket Joshi, Roni Khardon
First Order Decision Diagrams for Relational MDPs. J. Artif. Intell. Res. 31 (2008)
Chenggang Wang, Saket Joshi, Roni Khardon
First Order Decision Diagrams for Relational MDPs. IJCAI (2007)